ILFO: Adversarial attack on adaptive neural networks M Haque, A Chauhan, C Liu, W Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 35 | 2020 |
Nicgslowdown: Evaluating the efficiency robustness of neural image caption generation models S Chen, Z Song, M Haque, C Liu, W Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 32 | 2022 |
Nmtsloth: understanding and testing efficiency degradation of neural machine translation systems S Chen, C Liu, M Haque, Z Song, W Yang Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022 | 20 | 2022 |
Deepperform: An efficient approach for performance testing of resource-constrained neural networks S Chen, M Haque, C Liu, W Yang Proceedings of the 37th IEEE/ACM International Conference on Automated …, 2022 | 20 | 2022 |
The dark side of dynamic routing neural networks: Towards efficiency backdoor injection S Chen, H Chen, M Haque, C Liu, W Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 12 | 2023 |
Testaug: A framework for augmenting capability-based nlp tests G Yang, M Haque, Q Song, W Yang, X Liu arXiv preprint arXiv:2210.08097, 2022 | 11 | 2022 |
Ereba: Black-box energy testing of adaptive neural networks M Haque, Y Yadlapalli, W Yang, C Liu Proceedings of the 44th International Conference on Software Engineering …, 2022 | 7 | 2022 |
Slothspeech: Denial-of-service attack against speech recognition models M Haque, R Shah, S Chen, B Şişman, C Liu, W Yang arXiv preprint arXiv:2306.00794, 2023 | 5 | 2023 |
Corrgan: Input transformation technique against natural corruptions M Haque, CJ Budnik, W Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 3 | 2022 |
Nodeattack: Adversarial attack on the energy consumption of neural odes M Haque, S Chen, WA Haque, C Liu, W Yang | 3 | 2021 |
Transslowdown: Efficiency Attacks on Neural Machine Translation Systems S Chen, M Haque, Z Song, C Liu, W Yang | 2 | 2021 |
AntiNODE: Evaluating Efficiency Robustness of Neural ODEs M Haque, S Chen, W Haque, C Liu, W Yang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 1 | 2023 |
Dynamic Neural Network is All You Need: Understanding the Robustness of Dynamic Mechanisms in Neural Networks M Haque, W Yang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 1 | 2023 |
HateModerate: Testing Hate Speech Detectors against Content Moderation Policies J Zheng, X Liu, M Haque, X Qian, G Yang, W Yang Findings of the Association for Computational Linguistics: NAACL 2024, 2691-2710, 2024 | | 2024 |
SlothBomb: Efficiency Poisoning Attack against Dynamic Neural Networks S Chen, H Chen, M Haque, C Liu, W Yang | | |